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TABLE 7-34: THE STRUCTURE OF AN ACTIONABLE REVIEW COMMENT

Element What it contains

Location The section, page, table, or line concerned.

The problem What exactly is wrong or unclear.

Why it matters How it affects the validity or the interpretation.

Severity Whether it is a major issue or a minor point.

A possible remedy The information, the analysis, or the wording that could address it.

✕ Common misconception Correction

Confidentiality covers the material itself,
Uploading a manuscript under review to a
not only the identities. Check the journal’s
public tool because the author names
policy first; the use may be prohibited
were removed.
entirely.

✓ Practical tip: three separate review passes
Before submitting a manuscript, run three separate review passes: logic and method,
then consistency of results and references, then language and presentation. Separating
the passes reduces the chance that attractive prose hides a scientific problem.

● Remember: Section summary
• Key idea: Peer review is a confidential, responsible expert judgment; a tool can support
organization, not the decision.
• Practical decision: Use specific review questions on text you are permitted to use, and

verify every suggestion.
• Mistake to avoid: Uploading confidential manuscripts, delegating the publication
decision, or accepting automated criticism unchecked.

7.12 Reproducibility, Documentation, and the AI Usage Log
◆ Key idea: reproducibility is a record, not a memory.
It is not enough for a researcher to reach a correct result once; the team must be able to

understand the route to it and repeat the essential steps. In an environment where
models and versions change, documenting the tool, the date, the prompts, the inputs,
and the human review becomes part of the research record.

Reproducibility is used with several meanings, but it generally means that others can obtain
the result using the data, the code, and the procedures you described, or to repeat the study
with new data under the same design [21]. The practical aim is to reduce hidden steps:
unknown files, manual clicks, differing versions, and decisions that were never recorded.

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